Jean Michel D. Sellier

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 9

Top Topics

Sensitivity Analysis

Intrusion Detection

Top Venues

J. Comput. Phys.

J. Comput. Appl. Math.

Publications

Pengyi Liao, Jun Yan, Jean Michel D. Sellier, Yongxuan Zhang
Divergence-Based Transferability Analysis for Self-Adaptive Smart Grid Intrusion Detection With Transfer Learning. IEEE Access 10 (2022)
Jean Michel D. Sellier, Gaétan Marceau Caron, Jacob Leygonie
Signed particles and neural networks, towards efficient simulations of quantum systems. J. Comput. Phys. 387 (2019)
Jordan Hoffmann, Louis Maestrati, Yoshihide Sawada, Jian Tang, Jean Michel D. Sellier, Yoshua Bengio
Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures. CoRR (2019)
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
A genetic approach to automatic neural network architecture optimization. Neural Comput. Appl. 29 (5) (2018)
Kristina G. Kapanova, Ivan Dimov, Jean Michel D. Sellier
On randomization of neural networks as a form of post-learning strategy. Soft Comput. 21 (9) (2017)
Jean Michel D. Sellier
Combining Neural Networks and Signed Particles to Simulate Quantum Systems More Efficiently. CoRR (2017)
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
A neural network sensitivity analysis in the presence of random fluctuations. Neurocomputing 224 (2017)
K. G. Kapanova, Jean Michel D. Sellier
Designing a High Performance Parallel Personal Cluster. CoRR (2016)
Jean Michel D. Sellier, Rosangela F. Sviercoski, Ivan Dimov
On the Wigner Monte Carlo method coupled to pseudopotential models. J. Comput. Appl. Math. 293 (2016)
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Tomov Dimov, Siegfried Selberherr
A comparison of approaches for the solution of the Wigner equation. Math. Comput. Simul. 107 (2015)
K. G. Kapanova, Ivan Tomov Dimov, Jean Michel D. Sellier
On randomization of neural networks as a form of post-learning strategy. CoRR (2015)
Jean Michel D. Sellier, Ivan Dimov
A sensitivity study of the Wigner Monte Carlo method. J. Comput. Appl. Math. 277 (2015)
Jean Michel D. Sellier
A signed particle formulation of non-relativistic quantum mechanics. J. Comput. Phys. 297 (2015)
Sihong Shao, Jean Michel D. Sellier
Comparison of deterministic and stochastic methods for time-dependent Wigner simulations. J. Comput. Phys. 300 (2015)
Jean Michel D. Sellier, D. Y. Ivanova, Ivan Tomov Dimov
Molecular descriptors and quasi-distribution functions. Comput. Math. Appl. 70 (11) (2015)
Jean Michel D. Sellier, Ivan Dimov
On the simulation of indistinguishable fermions in the many-body Wigner formalism. J. Comput. Phys. 280 (2015)
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr
A benchmark study of the Wigner Monte Carlo method. Monte Carlo Methods Appl. 20 (1) (2014)
Jean Michel D. Sellier, Ivan Dimov
The Wigner-Boltzmann Monte Carlo method applied to electron transport in the presence of a single dopant. Comput. Phys. Commun. 185 (10) (2014)
Jean Michel D. Sellier, Rayna Georgieva, Ivan Tomov Dimov
Sensitivity Analysis of Design Parameters for Silicon Diodes. NMA (2014)
Jean Michel D. Sellier, Ivan Dimov
A Wigner Monte Carlo approach to density functional theory. J. Comput. Phys. 270 (2014)
Jean Michel D. Sellier, Ivan Dimov
The many-body Wigner Monte Carlo method for time-dependent ab-initio quantum simulations. J. Comput. Phys. 273 (2014)
Jean Michel D. Sellier, Mihail Nedjalkov, Ivan Dimov, Siegfried Selberherr
The Role of Annihilation in a Wigner Monte Carlo Approach. LSSC (2013)
Philipp Schwaha, Mihail Nedjalkov, Siegfried Selberherr, Jean Michel D. Sellier, Ivan Dimov, Rayna Georgieva
Stochastic Formulation of Newton's Acceleration. LSSC (2013)
Jean Michel D. Sellier
Archimedes, the Free Monte Carlo simulator CoRR (2012)